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Benchmarks
System Identification on System Identification Dataset Gaussian Noise
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2
Identification Error
Bayesian SysID framework
-1.72
23.39
48.5
73.61
Feb 18, 2026
Identification Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Identification Error
Bayesian SysID framework
Gaussian noise σ=0
2026.02
2
Bayesian SysID framework
Gaussian noise σ=0.005
2026.02
2.3
Bayesian SysID framework
Gaussian noise σ=0.01
2026.02
2.8
ID (tuned SG)
Gaussian noise σ=0
2026.02
3.5
Bayesian SysID framework
Gaussian noise σ=0.1
2026.02
6
Energy-based regressor
Gaussian noise σ=0
2026.02
6.5
Energy-based regressor
Gaussian noise σ=0.005
2026.02
8
ID (tuned SG)
Gaussian noise σ=0.005
2026.02
9.5
Energy-based regressor
Gaussian noise σ=0.01
2026.02
12.5
ID (tuned SG)
Gaussian noise σ=0.01
2026.02
22
Energy-based regressor
Gaussian noise σ=0.1
2026.02
38
ID (tuned SG)
Gaussian noise σ=0.1
2026.02
95
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